If a customer really wants to contact you they'll find a way. Life always finds a way.
They'll see noreply@, and not bother to dig up a support email address and forget about your company's offerings.
However, seeing a welcoming replieswelcome@ email, they can ask their simple question while they're thinking of it, which then becomes a warm lead, and possibly even convert into a paying customer.
"Oooh, Ahh", that's how it always starts. But then later there's running, and screaming.